A robust DEA model under discrete scenarios for assessing bank branches

H Omrani, M Shamsi, A Emrouznejad… - Expert Systems with …, 2023 - Elsevier
Abstract Conventional Data Envelopment Analysis (DEA) assesses the performance of
Decision-Making Units (DMUs) by measuring only one type of efficiency using definite data …

Evaluation of information technology impact on bank's performance: The Ghanaian experience

P Appiahene, YM Missah… - International Journal of …, 2019 - journals.sagepub.com
With the introduction of information technology (IT), a lot of organizations are making
significant investment on them. These organizations see IT as a tool for having a competitive …

Measuring the efficiency in the Lithuanian banking sector: The DEA application

L Novickytė, J Droždz - International journal of financial studies, 2018 - mdpi.com
The purpose of this study is to examine the efficiency of the banks in Lithuania by employing
the DEA method and evaluate bank performance in a low interest rate environment. The …

Predicting bank operational efficiency using machine learning algorithm: comparative study of decision tree, random forest, and neural networks

P Appiahene, YM Missah, U Najim - Advances in fuzzy systems, 2020 - Wiley Online Library
The financial crisis that hit Ghana from 2015 to 2018 has raised various issues with respect
to the efficiency of banks and the safety of depositors' in the banking industry. As part of …

Innovation, lifestyle, policy and socioeconomic factors: An analysis of European quality of life

R Puertas, L Marti, JM Guaita-Martinez - Technological Forecasting and …, 2020 - Elsevier
The need to innovate in order to adapt to continuous changes in the environment affects all
production units, but this may be particularly true of the health sector, which is key to …

Efficiency of Indian banks in fostering financial inclusion: an emerging economy perspective

N Agarwala, S Maity, TN Sahu - Journal of Financial Services Marketing, 2024 - Springer
Financial inclusion paves the path towards inclusive growth. The Government of India
launched the Pradhan Mantri Jan-Dhan Yojana (PMJDY) in 2014 with a similar aim. The …

Does corporate social performance improve bank efficiency? Evidence from European banks

MC López-Penabad, A Iglesias-Casal, JFS Neto… - Review of Managerial …, 2023 - Springer
This paper analyses the impact of corporate social performance (CSP) on bank efficiency in
a sample of 108 European listed banks across 21 countries over the period 2011–2019 …

Dea and machine learning for performance prediction

Z Zhang, Y Xiao, H Niu - Mathematics, 2022 - mdpi.com
Data envelopment analysis (DEA) has been widely applied to evaluate the performance of
banks, enterprises, governments, research institutions, hospitals, and other fields as a non …

Mass appraisal of residential real estate using multilevel modelling

I Arribas, F García, F Guijarro, J Oliver… - … Journal of Strategic …, 2016 - Taylor & Francis
Mass appraisal, or the automatic valuation of a large number of real estate assets, has
attracted the attention of many researchers, who have mainly approached this issue …

Measuring corporate sustainability and environmental, social, and corporate governance value added

A Kocmanová, M Pavláková Dočekalová, S Škapa… - Sustainability, 2016 - mdpi.com
The aim of the paper is to propose a model for measuring sustainable value which would
complexly assess environmental, social, and corporate governance contribution to value …